DeepLearning.AI Courses

AI For Everyone （すべての人のためのAIリテラシー講座）

306 ratings at Coursera

AIリテラシーの基礎から実践まで学び、組織のAI活用を促進。AIの可能性、プロジェクト管理、倫理的課題を理解し、日本の産業におけるAI活用戦略を習得。

• Coursera
• 7 hours 2 minutes
• Self-Paced
• Paid Course

How Diffusion Models Work

279 ratings at Coursera

Gain deep understanding of diffusion models in AI. Build from scratch, explore sampling, training, and personalized image generation. Hands-on labs with Jupyter notebooks expand your generative AI skills.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Career Certificate

DeepLearning.AI Data Analytics

269 ratings at Coursera

Master in-demand data analytics skills with practical, real-world applications. Learn to manage the entire data lifecycle while integrating AI tools to accelerate workflows and extract meaningful insights for better decision-making.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 5 courses

AI and Public Health

252 ratings at Coursera

Explore AI's role in public health, learn problem-solving frameworks, and create an air quality monitoring app for Bogotá in hands-on labs.

• Coursera
• 8 hours 53 minutes
• Self-Paced
• Paid Course

Data Analytics Foundations

211 ratings at Coursera

Gain insights into data analytics fundamentals, from understanding raw data to creating impactful visualizations using spreadsheets. Learn structured approaches for analysis projects while exploring real-world datasets and leveraging LLMs.

• Coursera
• 1 day 3 hours 10 minutes
• Self-Paced
• Paid Course

Retrieval Augmented Generation (RAG)

200 ratings at Coursera

Master building production-ready RAG systems that connect LLMs to external data sources through hands-on labs with vector databases, retrieval methods, and real-world datasets.

• Coursera
• 1 day 7 hours 16 minutes
• Self-Paced
• Paid Course

Open Source Models with Hugging Face

155 ratings at Coursera

Explore Hugging Face's open-source models for NLP, audio, image, and multimodal tasks. Learn to create chatbots, translate languages, process audio, classify images, and build user-friendly AI apps using Gradio and Hugging Face Spaces.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

AI and Climate Change

143 ratings at Coursera

Explore AI's role in climate change mitigation through wind power forecasting and biodiversity monitoring case studies, gaining practical skills in time series analysis and computer vision.

• Coursera
• 14 hours 41 minutes
• Self-Paced
• Paid Course

Source Systems, Data Ingestion, and Pipelines

137 ratings at Coursera

Explore source systems, implement batch and streaming pipelines, automate data workflows, and monitor data quality using AWS and open-source tools for efficient data management.

• Coursera
• 1 day 10 hours 27 minutes
• Self-Paced
• Paid Course

Functions, Tools and Agents with LangChain

121 ratings at Coursera

Explore LangChain's latest features: function calling, LCEL syntax, and tool selection. Build advanced conversational agents and enhance your LLM applications with structured outputs and efficient customization.

• Coursera
• 1 hour 5 minutes
• Self-Paced
• Paid Course

Career Certificate

PyTorch for Deep Learning

112 ratings at Coursera

Master PyTorch fundamentals, advanced architectures, and deployment techniques to build, train, and optimize deep learning models for computer vision and NLP applications.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Knowledge Graphs for RAG

100 ratings at Coursera

Learn to leverage knowledge graphs in RAG applications, enhancing LLM performance with structured data relationships, advanced querying, and comprehensive information retrieval techniques.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

PyTorch: Fundamentals

97 ratings at Coursera

Master PyTorch fundamentals through hands-on coding, building neural networks from single neurons to CNNs, managing datasets, and implementing complete ML workflows with confidence.

• Coursera
• 1 day 10 minutes
• Self-Paced
• Paid Course

Data Modeling, Transformation, and Serving

97 ratings at Coursera

Model, transform, and serve data for analytics and machine learning. Explore data modeling techniques, use dbt, compare architectures, and learn about distributed processing frameworks and stream processing.

• Coursera
• 1 day 8 hours 22 minutes
• Self-Paced
• Paid Course

Building Agentic RAG with LlamaIndex

90 ratings at Coursera

Learn to build intelligent research agents using LlamaIndex, enhancing data analysis with tool use, reasoning, and decision-making capabilities across multiple documents.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course